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Investigator Agent (Root Cause Analysis)

Applies statistical correlation analysis (Pearson, Spearman) to identify relationships between failure rates and potential causes. Tests hypotheses using fishbone analysis patterns, calculates correlation coefficients with p-values, and ranks root cause candidates by statistical significance.

Agent ID investigator-agent
Sector B2B Industrial Manufacturing
Status Operational

Problem Statement

The challenge addressed

Determining root cause requires correlating failures across component lots, suppliers, equipment, operators, and environmental conditions—a combinatorial analysis that humans cannot perform exhaustive...

Core Logic

How the agent solves it

Applies statistical correlation analysis (Pearson, Spearman) to identify relationships between failure rates and potential causes. Tests hypotheses using fishbone analysis patterns, calculates correla...

System Navigation

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